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"""
Test Verification Script
Verifies that all 13 user-annotated differences are detected
"""
import os
import sys
from typing import Dict, List, Any
sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
from state_schema import VisualDifference
class TestVerification:
"""Verify detection of user-annotated differences"""
# User's 13 manually annotated differences
USER_ANNOTATED_DIFFERENCES = [
{
"id": 1,
"name": "Header height difference",
"category": "Layout & Structure",
"severity": "High",
"description": "Header height differs between design and development"
},
{
"id": 2,
"name": "Container width differs",
"category": "Layout & Structure",
"severity": "High",
"description": "Main container width is different"
},
{
"id": 3,
"name": "Checkout placement difference",
"category": "Components & Elements",
"severity": "High",
"description": "Checkout heading is positioned differently"
},
{
"id": 4,
"name": "Font family, size, letter spacing differs",
"category": "Typography",
"severity": "High",
"description": "Typography properties changed"
},
{
"id": 5,
"name": "Login link missing",
"category": "Components & Elements",
"severity": "High",
"description": "Login link component is missing in development"
},
{
"id": 6,
"name": "Payment component not visible",
"category": "Components & Elements",
"severity": "High",
"description": "Payment component is hidden or not rendered"
},
{
"id": 7,
"name": "Button size, height, color, no elevation/shadow",
"category": "Buttons & Interactive",
"severity": "High",
"description": "Button styling differs"
},
{
"id": 8,
"name": "Payment methods design missing",
"category": "Components & Elements",
"severity": "High",
"description": "Payment methods section is missing"
},
{
"id": 9,
"name": "Contact info & step number missing, font bold",
"category": "Typography",
"severity": "High",
"description": "Contact info styling and visibility changed"
},
{
"id": 10,
"name": "Icons missing",
"category": "Components & Elements",
"severity": "High",
"description": "Various icons are not displayed"
},
{
"id": 11,
"name": "Padding (left, right) differs",
"category": "Spacing & Sizing",
"severity": "Medium",
"description": "Horizontal padding is different"
},
{
"id": 12,
"name": "Image size different",
"category": "Components & Elements",
"severity": "Medium",
"description": "Product images have different dimensions"
},
{
"id": 13,
"name": "Spacing between components differs",
"category": "Spacing & Sizing",
"severity": "Medium",
"description": "Gap between components is different"
}
]
def __init__(self):
"""Initialize verifier"""
self.detected_differences: List[VisualDifference] = []
self.verification_results: Dict[str, Any] = {}
def verify_detection(self, detected_differences: List[Any]) -> Dict[str, Any]:
"""
Verify that detected differences match user-annotated ones
Args:
detected_differences: List of detected differences
Returns:
Verification report
"""
self.detected_differences = detected_differences
# Convert to list of dicts for easier comparison
detected_list = []
for diff in detected_differences:
if hasattr(diff, '__dict__'):
detected_list.append(diff.__dict__)
else:
detected_list.append(diff)
# Check each user-annotated difference
results = {
"total_annotated": len(self.USER_ANNOTATED_DIFFERENCES),
"total_detected": len(detected_list),
"matches": [],
"missing": [],
"extra": []
}
# Find matches
for annotated in self.USER_ANNOTATED_DIFFERENCES:
found = False
for detected in detected_list:
if self._is_match(annotated, detected):
results["matches"].append({
"annotated_id": annotated["id"],
"annotated_name": annotated["name"],
"detected_name": detected.get("name", ""),
"category": annotated["category"],
"severity": annotated["severity"]
})
found = True
break
if not found:
results["missing"].append({
"id": annotated["id"],
"name": annotated["name"],
"category": annotated["category"],
"severity": annotated["severity"]
})
# Find extra detections
for detected in detected_list:
found = False
for annotated in self.USER_ANNOTATED_DIFFERENCES:
if self._is_match(annotated, detected):
found = True
break
if not found:
results["extra"].append({
"name": detected.get("name", ""),
"category": detected.get("category", ""),
"severity": detected.get("severity", "")
})
# Calculate detection rate
results["detection_rate"] = (len(results["matches"]) / len(self.USER_ANNOTATED_DIFFERENCES)) * 100
self.verification_results = results
return results
def _is_match(self, annotated: Dict, detected: Dict) -> bool:
"""
Check if annotated and detected differences match
Args:
annotated: User-annotated difference
detected: Detected difference
Returns:
True if they match
"""
# Match by name similarity
annotated_name = annotated["name"].lower()
detected_name = detected.get("name", "").lower() if isinstance(detected, dict) else ""
# Check for keyword matches
keywords = {
"header": ["header", "height"],
"container": ["container", "width"],
"checkout": ["checkout", "placement"],
"font": ["font", "typography"],
"login": ["login", "link"],
"payment": ["payment"],
"button": ["button", "size", "color", "shadow", "elevation"],
"contact": ["contact", "info"],
"icon": ["icon"],
"padding": ["padding"],
"image": ["image", "size"],
"spacing": ["spacing", "gap", "component"]
}
for key, terms in keywords.items():
if any(term in annotated_name for term in terms):
if any(term in detected_name for term in terms):
return True
# Direct name match
if annotated_name == detected_name:
return True
# Category and severity match
if (annotated.get("category") == detected.get("category") and
annotated.get("severity") == detected.get("severity")):
# Check if description contains similar keywords
annotated_desc = annotated.get("description", "").lower()
detected_desc = detected.get("description", "").lower() if isinstance(detected, dict) else ""
if any(word in detected_desc for word in annotated_desc.split()):
return True
return False
def print_verification_report(self):
"""Print verification report"""
if not self.verification_results:
print("No verification results available")
return
results = self.verification_results
print("\n" + "="*70)
print("🔍 VERIFICATION REPORT: USER-ANNOTATED DIFFERENCES")
print("="*70)
print(f"\n📊 Summary:")
print(f" Total Annotated Differences: {results['total_annotated']}")
print(f" Total Detected Differences: {results['total_detected']}")
print(f" Matched: {len(results['matches'])}")
print(f" Missing: {len(results['missing'])}")
print(f" Extra: {len(results['extra'])}")
print(f" Detection Rate: {results['detection_rate']:.1f}%")
if results['matches']:
print(f"\n✅ Matched Differences ({len(results['matches'])}):")
for match in results['matches']:
print(f" #{match['annotated_id']}: {match['annotated_name']}")
print(f" Category: {match['category']}")
print(f" Severity: {match['severity']}")
if results['missing']:
print(f"\n❌ Missing Differences ({len(results['missing'])}):")
for missing in results['missing']:
print(f" #{missing['id']}: {missing['name']}")
print(f" Category: {missing['category']}")
print(f" Severity: {missing['severity']}")
if results['extra']:
print(f"\n⚠️ Extra Detections ({len(results['extra'])}):")
for extra in results['extra']:
print(f" • {extra['name']}")
print(f" Category: {extra['category']}")
print("\n" + "="*70)
def get_verification_markdown(self) -> str:
"""Get verification report as markdown"""
if not self.verification_results:
return "No verification results available"
results = self.verification_results
lines = []
lines.append("# 🔍 Verification Report: User-Annotated Differences\n")
lines.append("## Summary\n")
lines.append(f"- **Total Annotated**: {results['total_annotated']}")
lines.append(f"- **Total Detected**: {results['total_detected']}")
lines.append(f"- **Matched**: {len(results['matches'])}")
lines.append(f"- **Missing**: {len(results['missing'])}")
lines.append(f"- **Extra**: {len(results['extra'])}")
lines.append(f"- **Detection Rate**: {results['detection_rate']:.1f}%\n")
if results['matches']:
lines.append(f"## ✅ Matched Differences ({len(results['matches'])})\n")
for match in results['matches']:
lines.append(f"### #{match['annotated_id']}: {match['annotated_name']}")
lines.append(f"- **Category**: {match['category']}")
lines.append(f"- **Severity**: {match['severity']}\n")
if results['missing']:
lines.append(f"## ❌ Missing Differences ({len(results['missing'])})\n")
for missing in results['missing']:
lines.append(f"### #{missing['id']}: {missing['name']}")
lines.append(f"- **Category**: {missing['category']}")
lines.append(f"- **Severity**: {missing['severity']}\n")
if results['extra']:
lines.append(f"## ⚠️ Extra Detections ({len(results['extra'])})\n")
for extra in results['extra']:
lines.append(f"- **{extra['name']}** ({extra['category']})\n")
return "\n".join(lines)
def verify_system(detected_differences: List[Any]) -> Dict[str, Any]:
"""
Convenience function to verify system detection
Args:
detected_differences: List of detected differences
Returns:
Verification results
"""
verifier = TestVerification()
results = verifier.verify_detection(detected_differences)
verifier.print_verification_report()
return results
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